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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.
SLC25A46 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
62.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
41.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
SLC25A46 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
47.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
46.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
44.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
43.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
42.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
42.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
41.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
40.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
40.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.6
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.
SLC25A46 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
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.
SLC25A46 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
27.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
54.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
50.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
41.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
38.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
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Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
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Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
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Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
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Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
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Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
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Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
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Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.6
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Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
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
