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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.
ETFRF1 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
ETFRF1 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
123.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
89.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ETFRF1 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
11.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
110.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ETFRF1 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
17.2
Number of samples
207
Samples
Sample
Description
TPM
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
142.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
