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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.
PCF11 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
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PCF11 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
32.7
Number of samples
486
Samples
Sample
Description
TPM
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
55.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
52.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
52.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
48.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
46.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
46.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
46.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
45.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
45.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
44.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
43.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
42.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
42.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
42.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
41.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
40.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
40.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
40.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
39.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
36.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
36.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
35.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
35.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
35.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
34.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
34.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
34.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
32.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
29.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCF11 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
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.
PCF11 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
32.6
Number of samples
207
Samples
Sample
Description
TPM
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
55.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
52.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
51.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
49.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
43.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
42.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
42.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
41.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
40.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
40.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
40.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
39.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
39.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
39.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
37.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
37.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
37.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
35.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
34.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
31.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
31.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
1.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.8
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-1.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-6.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
