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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.
ZXDC 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
ZXDC is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.3
Number of samples
486
Samples
Sample
Description
TPM
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
41.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
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.
ZXDC 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
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.
ZXDC 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
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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.
The Human Protein Atlas project is funded
