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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.
MCF2L 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
18.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
102.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
61.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
56.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
53.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
50.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
38.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
35.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
33.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
MCF2L 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
35.1
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
105.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
92.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
89.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
85.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
84.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
83.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
79.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
79.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
78.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
77.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
76.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
75.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
74.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
74.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
72.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
70.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
69.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
69.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
68.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
68.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
67.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
67.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
65.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
65.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
64.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
64.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
63.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
63.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
62.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
62.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
62.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
62.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
62.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
62.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
61.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
60.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
60.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
60.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
60.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
60.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
59.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
59.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
59.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
59.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
58.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
57.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
57.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
56.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
56.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
56.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
55.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
54.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
53.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
53.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
53.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
53.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
52.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
52.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
52.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
52.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
51.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
51.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
51.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
50.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
50.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
49.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
49.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
49.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
49.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
48.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
48.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
48.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
48.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
48.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
47.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
47.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
47.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
47.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
46.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
46.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
46.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
46.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
46.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
46.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
45.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
45.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
45.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
44.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
44.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
44.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
44.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
43.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
43.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
42.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
42.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
42.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
40.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
40.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
39.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
39.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
38.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
37.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
35.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.2
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.
MCF2L 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
17.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
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.
MCF2L 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
39.5
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
171.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
124.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
117.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
90.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
82.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
81.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
81.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
80.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
79.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
77.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
76.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
72.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
69.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
68.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
68.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
65.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
64.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
63.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
62.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
61.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
61.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
60.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
59.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
58.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
57.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
57.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
56.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
53.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
53.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
53.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
52.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
50.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
50.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
50.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
50.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
49.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
49.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
48.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
48.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
47.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
46.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
46.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
45.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
45.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
44.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
44.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
43.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
43.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
42.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
42.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
42.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
42.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
42.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
41.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
41.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
40.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
40.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
39.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
37.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
1.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-1.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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.
The Human Protein Atlas project is funded
