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.
KPNA6 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
KPNA6 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
30.7
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
77.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
61.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
55.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
54.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
46.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
42.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
38.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
38.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
32.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
KPNA6 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
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.
KPNA6 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
27.2
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
43.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
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
