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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.
SAP30BP 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
18.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
33.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 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.
SAP30BP 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SAP30BP is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SAP30BP 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
