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.
RALGAPA1 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
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
52.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 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.
RALGAPA1 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
17.3
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
RALGAPA1 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
7.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
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.
RALGAPA1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-4.1
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
