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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.
SOS2 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
SOS2 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
43.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
36.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
35.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SOS2 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
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SOS2 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
23.1
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
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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
