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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.
DENND4A 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
3.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
DENND4A is potential prognostic, high expression is unfavorable 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
16.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
DENND4A 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
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
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.
DENND4A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
