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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPHK2 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
42.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
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.
SPHK2 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
6.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
6.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
5.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
4.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.2
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.
SPHK2 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
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.
SPHK2 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
3.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
