We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIFBP 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
KIFBP 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.3
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.
KIFBP 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
10.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
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.
KIFBP 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
