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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.
SLC33A1 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
SLC33A1 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
43.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
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.
SLC33A1 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
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.
SLC33A1 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.9
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
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Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
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Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
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Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
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Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
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Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
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Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
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Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.8
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.9
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
