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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.
PAAF1 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
40.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
40.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
39.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
39.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
PAAF1 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
13.8
Number of samples
486
Samples
Sample
Description
TPM
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PAAF1 is potential prognostic, high expression is favorable 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
20.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
40.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
36.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
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.
PAAF1 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
14.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
67.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
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Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
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Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
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Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
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Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
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Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
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Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
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Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
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Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
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Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
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Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
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Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
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Tumor
-0.5
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Tumor
-0.5
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Tumor
-0.5
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Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
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.