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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.
ORAI2 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
43.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
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
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 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.
ORAI2 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
12.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ORAI2 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
8.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
ORAI2 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.3
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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
