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.
KIF21A 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
KIF21A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.7
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
55.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
50.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
41.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
3.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
KIF21A 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
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.
KIF21A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.6
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
