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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.
NCKIPSD 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
48.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
NCKIPSD 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
39.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
NCKIPSD 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-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
NCKIPSD is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.7
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.
The Human Protein Atlas project is funded
