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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.
SLC39A8 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
27.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
141.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
104.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
85.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
79.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
76.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
74.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
72.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
70.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
68.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
68.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
68.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
64.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
64.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
60.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
60.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
59.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
56.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
56.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
55.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
55.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
54.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
52.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
52.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
51.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
50.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
50.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
48.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
48.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
48.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
48.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
46.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
45.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
45.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
44.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
44.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
43.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
43.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
42.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
41.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
41.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
40.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
39.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
39.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
39.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
38.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
38.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
34.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
31.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
28.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SLC39A8 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
41.6
Number of samples
486
Samples
Sample
Description
TPM
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
176.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
161.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
125.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
121.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
120.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
119.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
117.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
114.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
112.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
107.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
103.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
101.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
100.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
99.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
97.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
92.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
90.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
88.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
87.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
86.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
85.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
85.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
84.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
83.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
83.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
82.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
82.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
81.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
80.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
80.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
79.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
79.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
79.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
78.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
78.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
77.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
77.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
76.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
75.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
75.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
75.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
74.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
74.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
73.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
73.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
72.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
71.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
71.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
70.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
70.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
70.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
69.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
69.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
69.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
68.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
68.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
67.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
67.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
66.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
66.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
66.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
66.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
66.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
66.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
66.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
65.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
65.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
65.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
65.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
64.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
63.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
63.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
63.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
63.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
62.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
62.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
62.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
62.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
62.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
62.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
61.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
61.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
61.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
61.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
61.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
60.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
60.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
60.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
60.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
60.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
59.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
59.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
59.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
59.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
59.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
58.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
58.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
58.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
57.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
57.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
57.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
57.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
57.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
57.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
56.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
56.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
56.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
56.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
55.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
55.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
55.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
54.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
54.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
54.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
54.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
54.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
54.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
54.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
54.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
53.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
53.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
52.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
52.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
52.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
52.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
52.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
52.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
52.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
51.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
51.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
51.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
51.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
50.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
50.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
50.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
50.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
50.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
49.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
49.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
49.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
49.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
48.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
48.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
47.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
47.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
47.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
47.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
47.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
46.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
46.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
46.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
46.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
46.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
45.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
44.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
44.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
44.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
44.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
43.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
43.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
43.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
43.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
41.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
40.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
39.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
39.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
38.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
38.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
37.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
35.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.3
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.
SLC39A8 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
27.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
143.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
128.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
65.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
62.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
59.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
59.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
52.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
50.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
48.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
45.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
43.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
43.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
41.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
39.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
37.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SLC39A8 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
37.5
Number of samples
207
Samples
Sample
Description
TPM
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
121.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
119.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
90.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
86.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
85.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
82.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
80.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
79.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
77.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
73.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
73.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
71.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
68.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
67.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
66.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
66.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
65.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
65.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
64.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
63.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
61.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
60.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
60.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
59.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
58.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
58.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
58.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
57.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
57.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
57.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
56.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
56.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
56.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
55.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
55.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
55.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
54.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
54.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
53.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
53.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
53.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
52.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
52.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
52.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
51.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
51.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
51.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
49.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
49.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
48.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
48.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
47.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
47.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
45.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
44.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
44.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
44.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
44.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
39.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
38.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
31.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
