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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.
PDRG1 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
21.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
76.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
63.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
56.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
55.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
53.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
51.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
50.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
47.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
46.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
44.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
44.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
42.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
41.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
39.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
37.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
36.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
35.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
28.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
PDRG1 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
7.9
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
6.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
5.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
5.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
5.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
5.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
5.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
5.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
5.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
4.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
4.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
4.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
4.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
4.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
4.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
4.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
3.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
3.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
3.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
3.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
3.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
3.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
3.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
PDRG1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
56.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
51.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
49.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
48.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
39.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
39.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
33.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
30.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
22.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
PDRG1 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
8.5
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
4.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
3.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
1.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
