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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.
PIGF 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
21.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
25.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
PIGF 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
18.8
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
63.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGF 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
21.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
37.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIGF 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
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
