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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.
HSD17B2 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
243.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
182.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
131.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
124.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
87.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
82.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
79.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
74.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
72.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
67.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
64.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
63.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
59.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
59.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
56.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
56.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
55.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
50.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
50.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
50.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
45.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 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.
HSD17B2 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
15.5
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
144.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
96.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
94.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
91.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
86.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
84.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
76.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
74.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
66.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
64.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
63.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
62.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
53.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
53.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
53.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
49.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
47.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
46.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
44.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
43.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
42.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
37.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
6.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
5.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
4.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
3.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
3.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
3.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
3.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
3.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
3.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
2.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
2.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
2.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
2.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
2.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
1.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
1.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
1.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
1.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
1.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
1.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
1.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
1.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
HSD17B2 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
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
66.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
55.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
51.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
HSD17B2 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
12.9
Number of samples
207
Samples
Sample
Description
TPM
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
77.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
65.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
62.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
57.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
49.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
45.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
43.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
4.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
3.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
3.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
3.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
3.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
3.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
3.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
2.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
2.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
1.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
1.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
1.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
1.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
1.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
1.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
1.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
1.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
1.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
1.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
1.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
1.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
1.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.9
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.9
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.9
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-1.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-1.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-1.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.8
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.9
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-2.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-2.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-2.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-2.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-2.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-2.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-3.4
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.