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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.
IKBKG 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
19.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
57.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
49.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
48.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
43.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
25.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IKBKG 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
67.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
51.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
40.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
39.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
39.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
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.
IKBKG 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
35.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IKBKG 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
24.2
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
57.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
35.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
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Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
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Tumor
0.1
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
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Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
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Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
