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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.
NDUFS1 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
71.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
61.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
40.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
26.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 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.
NDUFS1 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
29.5
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
101.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
58.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
55.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
54.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
48.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
48.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
45.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
41.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
40.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
39.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
37.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
36.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
NDUFS1 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
19.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
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.
NDUFS1 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
25.5
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
51.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
50.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
36.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.8
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
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Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
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Tumor
-0.1
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Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
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Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
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Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
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Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
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Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
