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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.
SLC31A1 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
19.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 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.
SLC31A1 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
65.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
59.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
41.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
40.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
39.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
38.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
37.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
35.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SLC31A1 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
17.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC31A1 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
