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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.
SYNPO is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
75.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
70.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
55.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
52.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
36.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
30.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYNPO 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
28.9
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
93.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
88.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
73.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
72.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
70.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
69.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
66.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
65.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
63.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
62.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
61.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
61.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
59.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
59.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
56.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
55.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
54.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
54.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
51.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
51.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
51.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
51.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
50.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
50.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
50.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
47.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
46.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
46.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
46.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
45.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
45.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
45.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
45.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
44.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
44.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
44.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
44.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
39.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
36.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
SYNPO is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
46.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
39.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
29.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SYNPO 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
29.5
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
114.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
81.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
80.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
62.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
62.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
60.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
60.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
58.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
57.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
54.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
54.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
52.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
51.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
49.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
49.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
48.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
47.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
47.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
44.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
44.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
44.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
41.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
40.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
37.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
35.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.1
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
