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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.
RALGDS 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
19.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
37.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
30.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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.
RALGDS 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
28.7
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
65.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
62.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
60.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
56.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
54.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
53.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
52.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
52.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
52.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
49.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
49.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
48.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
43.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
42.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
42.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
42.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
40.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
37.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
37.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
37.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
32.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RALGDS 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
19.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RALGDS 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
25.9
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
58.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
53.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
40.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
34.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
