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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.
KSR1 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
KSR1 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
3.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.5
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.
KSR1 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
5.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
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.
KSR1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
5.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.5
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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
