We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
RALGPS1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
RALGPS1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RALGPS1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RALGPS1 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.6
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
