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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.
PTGR1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
95.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
92.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
74.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
72.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
63.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
62.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
62.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
59.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
59.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
58.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
57.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
56.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
53.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
50.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
49.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
44.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
43.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
42.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
41.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
39.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
37.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
33.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
PTGR1 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
115.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
50.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
42.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
36.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PTGR1 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
25.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
62.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
60.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
54.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
53.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
51.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
50.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
45.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
40.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
38.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
30.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTGR1 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
18.5
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
61.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.9
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.9
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.9
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
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
