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.
PPP6R2 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
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
PPP6R2 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
23.5
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
PPP6R2 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
41.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
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.
PPP6R2 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
22.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
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
