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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.
NDC1 is potential prognostic, high expression is favorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
63.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
46.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
NDC1 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
61.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
NDC1 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
16.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
33.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
NDC1 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
42.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
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Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
