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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.
RHNO1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
251.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
62.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
54.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
48.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
46.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
40.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
32.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
RHNO1 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
30.5
Number of samples
486
Samples
Sample
Description
TPM
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
188.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
186.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
182.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
144.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
89.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
68.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
66.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
65.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
61.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
58.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
58.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
55.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
53.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
53.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
53.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
51.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
51.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
50.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
49.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
49.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
47.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
47.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
46.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
46.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
45.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
45.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
44.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
44.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
44.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
44.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
43.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
42.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
35.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
35.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
27.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHNO1 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
22.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
165.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHNO1 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
30.6
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
248.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
174.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
156.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
139.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
114.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
113.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
65.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
43.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
41.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
40.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.