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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.
SPATS2 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SPATS2 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
51.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
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.
SPATS2 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPATS2 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
22.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
106.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.5
b2400046-1d25-429d-a821-6040a6
Tumor
-2.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
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
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
