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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.
SLC25A44 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
SLC25A44 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SLC25A44 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
SLC25A44 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
12.4
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
