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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.
SLC35E1 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
9.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC35E1 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
25.1
Number of samples
486
Samples
Sample
Description
TPM
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
65.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SLC35E1 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC35E1 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
23.4
Number of samples
207
Samples
Sample
Description
TPM
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.9
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
