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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIF13A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
40.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
KIF13A 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
77.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
66.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
64.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
59.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
57.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
53.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
53.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
53.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
52.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
52.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
50.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
49.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
49.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
49.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
48.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
48.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
48.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
47.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
45.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
45.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
44.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
44.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
43.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
41.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
38.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
37.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.4
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.
KIF13A 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
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.
KIF13A 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
27.5
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
53.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
53.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
49.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
49.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
47.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
44.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
43.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
38.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
38.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
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Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
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Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
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Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
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Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
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Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
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Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
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
