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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.
GPC4 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
64.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
63.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
44.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
43.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
42.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
41.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
40.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
37.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
36.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
GPC4 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
22.0
Number of samples
486
Samples
Sample
Description
TPM
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
91.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
89.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
81.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
59.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
57.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
57.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
54.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
54.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
48.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
48.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
48.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
47.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
47.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
43.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
42.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
GPC4 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
17.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
57.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
52.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
49.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
43.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
36.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPC4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
81.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
54.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
52.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
43.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
42.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.9
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.9
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-1.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.2
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
