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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.
NKIRAS2 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
24.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
44.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
44.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
44.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
39.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
34.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
32.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
27.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
NKIRAS2 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
36.0
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
96.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
78.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
65.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
64.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
61.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
60.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
58.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
57.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
56.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
55.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
53.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
53.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
52.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
52.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
52.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
52.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
52.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
50.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
49.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
49.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
49.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
47.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
47.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
47.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
47.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
47.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
46.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
44.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
44.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
44.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
43.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
41.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
41.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
40.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
40.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
40.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
39.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
39.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
38.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
37.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
37.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
36.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
36.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
35.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
34.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
NKIRAS2 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
23.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
68.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
31.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NKIRAS2 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
35.0
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
84.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
74.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
64.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
57.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
55.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
50.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
49.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
49.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
48.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
47.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
47.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
45.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
45.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
45.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
45.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
44.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
44.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
44.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
44.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
44.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
42.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
41.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
40.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
39.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
38.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
36.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
35.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
30.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
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Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.0
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-3.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-3.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-6.8
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
