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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.
PM20D2 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 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.
PM20D2 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
6.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
6.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
5.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
5.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
5.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
4.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
4.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
4.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
4.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
3.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
3.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
3.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
3.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
3.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
3.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
3.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
3.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
3.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
2.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
2.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
2.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
2.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
2.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
2.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
2.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
2.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
1.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
1.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.8
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.
PM20D2 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
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.
PM20D2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
4.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
4.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
1.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
1.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
1.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-1.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-2.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-2.3
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
