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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.
DMAP1 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
DMAP1 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
DMAP1 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
DMAP1 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
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
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Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.1
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
