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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.
PPAN 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
30.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
70.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
67.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
61.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
60.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
60.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
51.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
49.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
49.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
48.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
48.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
48.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
47.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
47.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
47.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
46.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
45.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
44.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
44.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
43.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
43.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
43.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
42.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
42.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
42.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
40.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
40.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
39.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
39.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
38.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
38.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
36.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
35.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
32.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
31.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
30.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
28.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
PPAN 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
31.3
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
72.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
63.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
58.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
54.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
53.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
53.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
51.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
51.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
50.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
50.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
49.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
48.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
48.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
48.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
48.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
46.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
45.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
44.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
44.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
44.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
43.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
43.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
42.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
42.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
40.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
38.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
37.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
36.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
36.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPAN 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
29.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
60.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
56.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
53.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
51.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
42.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
40.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
39.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
34.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
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.
PPAN 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
31.5
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
70.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
68.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
64.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
62.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
53.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
49.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
48.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
46.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
44.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
43.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
42.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
42.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
40.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
33.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
30.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
