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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP5C 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
34.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
78.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
72.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
65.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
63.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
61.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
59.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
59.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
59.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
53.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
53.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
52.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
51.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
51.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
50.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
49.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
48.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
47.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
47.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
45.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
44.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
44.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
44.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
44.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
43.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
42.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
41.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
41.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
41.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
41.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
40.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
40.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
40.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
39.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
39.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
38.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
38.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
37.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
37.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
37.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
36.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
36.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
36.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
36.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
35.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
35.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
35.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
35.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
32.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
31.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
29.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
PPP5C 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
25.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
50.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
49.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
45.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
41.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
41.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
40.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
PPP5C 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
30.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
64.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
60.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
58.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
52.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
46.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
45.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
45.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
45.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
44.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
43.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
42.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
36.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
PPP5C 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
20.4
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
