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.
PRPF18 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
PRPF18 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRPF18 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
13.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
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.
PRPF18 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
1.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
