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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.
DSE 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
DSE is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
3.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.3
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.
DSE 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
3.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
DSE is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
64.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
42.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
5.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
2.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
