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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.
DENND2D 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
18.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
40.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
31.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
DENND2D 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
59.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
DENND2D 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
16.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DENND2D 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
20.4
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
61.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
48.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
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Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-2.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-2.8
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
