We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SPATA2 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SPATA2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SPATA2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPATA2 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
