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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.
SLCO2A1 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
57.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
37.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
2.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SLCO2A1 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
14.8
Number of samples
486
Samples
Sample
Description
TPM
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
90.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
53.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
47.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
41.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
39.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
3.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
2.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
2.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
SLCO2A1 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
SLCO2A1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
48.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
1.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.9
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-2.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
