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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.
CNKSR1 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
15.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
CNKSR1 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
15.4
Number of samples
486
Samples
Sample
Description
TPM
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
51.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNKSR1 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
42.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
CNKSR1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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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
