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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.
NDC80 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
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.
NDC80 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
70.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
54.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
42.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDC80 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
NDC80 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
15.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
78.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
63.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
