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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.
TUBGCP3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
TUBGCP3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.0
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
92.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
75.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
72.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
69.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
66.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
61.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
59.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
59.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
57.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
56.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
55.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
54.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
54.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
53.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
50.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
49.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
48.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
47.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
46.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
45.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
44.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
44.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
43.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
43.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
43.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
42.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
38.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
34.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TUBGCP3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TUBGCP3 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
27.3
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
84.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
76.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
63.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
57.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
53.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
50.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
50.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
48.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
44.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
41.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
40.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
28.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
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Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
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Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
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Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
