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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.
CHP2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
99.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
88.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
79.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
72.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
69.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
67.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
66.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
66.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
65.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
59.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
57.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
54.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
52.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
50.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
49.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
48.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
45.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 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.
CHP2 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
20.1
Number of samples
486
Samples
Sample
Description
TPM
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
208.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
131.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
129.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
119.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
104.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
100.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
89.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
77.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
76.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
75.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
70.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
69.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
68.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
60.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
60.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
59.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
59.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
57.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
56.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
56.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
55.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
55.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
54.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
53.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
53.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
52.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
51.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
48.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
47.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
47.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
46.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
45.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
44.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
42.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
41.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
40.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
40.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
35.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
33.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
5.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
5.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
4.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
4.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
3.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
3.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
3.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
3.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
3.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
3.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
3.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
3.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
3.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
3.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
3.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
2.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
2.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
2.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
2.0
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.
CHP2 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
17.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
139.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
90.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
73.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
70.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
57.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
51.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
42.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
CHP2 is potential prognostic, high expression is unfavorable 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
19.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
103.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
95.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
75.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
58.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
55.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
53.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
50.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
43.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
42.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
42.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
41.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
40.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
35.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
5.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
5.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
1.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
1.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
1.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.9
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-1.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-1.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-2.1
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.