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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.
PLEKHG5 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
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHG5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
58.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
7.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
6.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
5.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
3.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
3.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLEKHG5 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
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
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.
PLEKHG5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.7
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
45.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
42.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.9
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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
