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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.
SLC30A1 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
57.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
SLC30A1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
486
Samples
Sample
Description
TPM
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
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.
SLC30A1 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
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A1 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
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
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
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
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
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
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_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
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
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
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
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
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
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
