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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.
SLC39A6 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
17.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
62.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
60.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
49.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
43.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
43.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
42.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
39.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
35.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
SLC39A6 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
33.8
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
147.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
93.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
89.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
76.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
68.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
66.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
65.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
65.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
65.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
64.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
63.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
63.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
62.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
62.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
61.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
59.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
59.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
59.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
59.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
59.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
58.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
57.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
57.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
55.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
55.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
54.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
54.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
54.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
53.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
52.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
52.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
52.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
51.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
51.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
51.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
49.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
49.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
48.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
48.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
48.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
48.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
47.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
47.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
46.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
45.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
45.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
44.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
44.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
44.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
43.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
43.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
43.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
42.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
41.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
41.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
41.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
40.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
40.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
39.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
39.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
38.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
38.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
37.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
SLC39A6 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
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
56.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
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.
SLC39A6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.7
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
75.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
66.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
61.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
58.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
53.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
52.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
52.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
51.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
48.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
46.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
45.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
42.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
41.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
35.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
35.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
