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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.
GPC1 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
81.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
73.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
59.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
55.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
53.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
46.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
45.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
34.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
GPC1 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
52.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
4.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
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.
GPC1 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
51.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
44.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
36.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
GPC1 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
66.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
60.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
53.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
47.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
41.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
41.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
3.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
43192517-085e-450e-9481-0a6713_D3
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.
The Human Protein Atlas project is funded
