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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.
RSAD1 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
RSAD1 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RSAD1 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
14.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
47.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
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.
RSAD1 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
