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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.
PPIG 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
27.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
60.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
52.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
52.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
44.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
42.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
41.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
38.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
36.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
35.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
34.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
32.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
29.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
27.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIG 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
24.9
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
59.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
48.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
5.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIG 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
29.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
56.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
52.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
51.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
47.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
45.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
44.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
40.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
38.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
35.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
33.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
29.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.4
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.
PPIG 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
25.0
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
35.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
