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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.
RAD50 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-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 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.
RAD50 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
30.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAD50 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
RAD50 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
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
47.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.0
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
