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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.
PPP3CC 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
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP3CC 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
6.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.1
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.
PPP3CC 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
6.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.4
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.
PPP3CC is potential prognostic, high expression is favorable 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
15.3
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
