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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.
GPD2 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
GPD2 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
27.7
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
49.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
40.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
39.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
38.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
GPD2 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GPD2 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
23.9
Number of samples
207
Samples
Sample
Description
TPM
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
37.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
