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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.
TRAPPC9 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
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
42.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
37.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
32.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 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.
TRAPPC9 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
56.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
47.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
45.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
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.
TRAPPC9 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
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
TRAPPC9 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
42.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
