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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.
DIAPH2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
62.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 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.
DIAPH2 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
30.7
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
81.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
78.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
77.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
71.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
63.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
62.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
61.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
59.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
58.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
57.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
55.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
55.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
53.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
53.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
52.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
52.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
52.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
51.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
51.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
50.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
48.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
48.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
47.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
47.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
46.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
46.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
46.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
45.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
44.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
44.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
44.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
43.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
43.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
43.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
42.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
42.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
42.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
41.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
40.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
40.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
39.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
34.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.9
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.
DIAPH2 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
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.
DIAPH2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
32.1
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
86.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
67.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
67.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
65.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
60.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
53.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
51.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
51.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
50.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
50.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
48.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
47.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
47.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
43.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
43.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
40.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
39.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
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Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
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Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
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Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
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Normal
0.0
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Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
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Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
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Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
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Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
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
