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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.
PPTC7 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
10.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
PPTC7 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
44.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PPTC7 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
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPTC7 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.1
b2400046-1d25-429d-a821-6040a6
Tumor
-3.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
