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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.
THRA 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
31.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
326.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
241.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
112.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
95.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
82.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
63.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
62.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
60.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
59.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
57.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
56.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
56.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
56.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
55.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
55.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
53.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
52.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
50.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
49.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
47.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
46.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
44.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
44.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
44.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
43.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
42.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
41.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
41.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
41.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
40.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
38.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
38.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
37.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
36.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
35.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
33.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
32.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
THRA 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
36.4
Number of samples
486
Samples
Sample
Description
TPM
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
998.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
210.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
84.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
84.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
84.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
76.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
74.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
74.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
70.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
69.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
68.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
67.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
66.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
66.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
66.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
65.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
65.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
64.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
63.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
62.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
61.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
61.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
61.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
60.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
60.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
60.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
59.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
58.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
55.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
55.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
54.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
54.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
54.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
54.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
54.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
53.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
53.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
52.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
52.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
52.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
52.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
51.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
51.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
51.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
51.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
51.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
51.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
51.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
51.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
50.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
50.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
50.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
49.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
48.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
47.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
47.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
46.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
46.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
46.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
45.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
45.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
45.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
45.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
44.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
44.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
43.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
42.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
41.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
40.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
40.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
40.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
39.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
38.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
38.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
37.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
37.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
37.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
35.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
35.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
35.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THRA 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
28.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
65.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
61.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
60.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
55.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
54.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
51.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
50.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
48.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
48.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
47.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
47.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
46.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
40.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THRA 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
38.3
Number of samples
207
Samples
Sample
Description
TPM
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
510.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
356.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
257.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
74.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
73.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
69.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
66.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
66.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
66.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
63.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
60.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
60.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
55.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
52.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
52.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
52.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
49.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
47.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
47.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
45.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
44.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
44.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
43.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
42.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
40.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
40.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
36.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
35.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
