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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.
KNTC1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
56.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
KNTC1 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
25.6
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
81.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
61.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
61.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
49.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
49.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
47.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
44.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
39.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
39.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
38.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
37.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
37.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
37.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
34.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
KNTC1 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
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KNTC1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.6
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
47.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
46.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
45.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
44.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.9
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-1.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-2.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
