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.
PRKX is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 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.
PRKX 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
37.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
5.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
5.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
4.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
1.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PRKX is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
PRKX 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
4.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
3.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
