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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.
PFAS 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PFAS 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PFAS 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
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.
PFAS is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
1.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.9
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.4
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
