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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.
ERMP1 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
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
42.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ERMP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
5.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
5.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
4.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
4.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
4.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
4.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
3.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
3.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
2.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
2.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
2.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
2.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
2.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
1.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
1.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
1.6
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.
ERMP1 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERMP1 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
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
5.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
4.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
1.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
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Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
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Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
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Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
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Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
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Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
