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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.
ERCC3 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
16.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
ERCC3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
ERCC3 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
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERCC3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
1.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
1.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-1.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-1.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-1.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-2.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-2.8
b2400046-1d25-429d-a821-6040a6
Tumor
-3.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
