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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.
SLC20A1 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
72.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
66.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
56.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
55.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
53.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
52.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
52.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
50.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
50.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
44.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
42.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
41.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
38.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
35.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
32.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
SLC20A1 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
55.5
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
293.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
206.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
163.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
154.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
153.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
148.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
144.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
143.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
140.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
139.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
135.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
135.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
128.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
128.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
125.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
122.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
120.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
117.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
114.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
112.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
106.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
105.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
104.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
103.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
102.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
99.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
97.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
96.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
96.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
96.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
94.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
94.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
94.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
93.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
92.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
92.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
92.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
91.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
90.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
89.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
88.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
86.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
86.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
85.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
85.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
85.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
85.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
84.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
83.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
83.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
83.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
83.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
82.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
82.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
82.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
82.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
81.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
81.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
80.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
80.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
80.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
79.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
79.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
78.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
78.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
78.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
76.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
76.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
75.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
75.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
74.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
74.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
74.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
73.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
73.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
72.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
72.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
72.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
72.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
72.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
71.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
71.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
71.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
71.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
69.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
69.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
69.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
69.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
69.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
69.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
68.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
68.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
67.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
67.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
67.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
67.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
67.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
67.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
67.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
66.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
66.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
66.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
66.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
66.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
66.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
66.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
66.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
66.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
66.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
65.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
65.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
65.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
65.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
65.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
65.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
65.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
65.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
64.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
64.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
64.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
64.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
64.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
64.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
63.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
63.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
63.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
63.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
63.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
63.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
63.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
63.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
63.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
63.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
62.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
62.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
62.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
62.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
61.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
61.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
61.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
61.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
61.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
61.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
61.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
61.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
60.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
60.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
60.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
59.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
59.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
59.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
59.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
59.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
59.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
59.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
58.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
58.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
58.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
58.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
58.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
58.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
57.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
57.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
57.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
57.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
57.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
57.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
57.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
57.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
56.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
56.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
56.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
56.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
56.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
56.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
56.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
56.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
56.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
55.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
55.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
55.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
55.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
54.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
54.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
54.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
54.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
54.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
54.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
54.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
54.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
53.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
53.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
53.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
53.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
53.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
53.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
53.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
53.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
53.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
53.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
53.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
53.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
52.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
52.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
52.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
52.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
52.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
52.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
52.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
52.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
52.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
52.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
51.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
51.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
51.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
51.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
51.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
51.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
51.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
51.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
51.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
50.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
50.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
50.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
50.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
50.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
50.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
50.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
50.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
50.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
50.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
49.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
49.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
49.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
49.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
49.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
48.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
48.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
48.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
48.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
48.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
48.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
48.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
48.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
48.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
47.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
47.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
46.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
46.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
46.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
46.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
46.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
46.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
45.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
45.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
45.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
45.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
45.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
45.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
44.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
44.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
44.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
44.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
44.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
44.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
43.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
43.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
42.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
42.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
42.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
42.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
41.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
41.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
40.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
39.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
38.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
37.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
33.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
SLC20A1 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
20.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
43.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
26.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC20A1 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
43.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
108.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
103.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
96.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
84.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
82.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
79.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
78.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
78.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
74.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
74.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
68.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
65.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
65.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
65.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
64.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
63.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
61.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
60.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
60.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
60.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
59.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
59.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
59.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
58.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
58.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
58.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
57.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
57.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
57.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
56.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
56.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
56.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
56.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
56.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
55.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
55.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
55.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
54.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
54.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
54.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
54.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
53.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
53.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
53.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
52.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
52.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
52.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
52.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
51.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
51.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
50.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
50.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
50.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
50.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
50.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
49.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
49.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
48.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
48.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
48.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
47.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
47.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
47.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
46.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
46.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
46.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
45.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
45.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
45.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
45.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
45.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
44.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
44.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
44.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
43.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
43.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
42.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
41.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
41.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
40.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
40.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
40.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
38.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
37.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
36.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
35.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
34.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.0
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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
