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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.
TUBB2A 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
20.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
120.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
98.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
66.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
63.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
62.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
55.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
54.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
53.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
49.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
47.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
46.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
45.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
44.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
43.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
39.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
38.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
34.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
26.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
TUBB2A 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
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
90.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
56.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
5.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
4.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
4.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
4.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
4.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
3.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
3.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
1.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TUBB2A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
38.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 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.
TUBB2A 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
9.0
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
5.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
4.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
4.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
4.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
3.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
2.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
2.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
2.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
2.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
2.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
1.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
1.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
1.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
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
