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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.
ZC3HAV1 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
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
ZC3HAV1 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
38.6
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
80.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
75.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
72.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
64.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
63.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
63.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
63.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
61.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
61.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
60.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
60.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
59.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
59.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
57.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
57.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
57.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
57.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
57.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
56.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
55.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
55.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
55.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
53.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
53.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
52.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
52.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
51.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
50.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
50.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
50.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
49.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
49.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
48.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
48.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
48.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
48.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
48.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
47.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
47.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
47.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
47.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
47.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
46.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
45.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
45.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
45.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
45.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
44.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
44.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
44.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
44.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
44.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
44.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
43.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
43.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
43.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
43.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
43.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
42.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
42.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
41.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
40.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
40.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
40.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
40.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
39.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
39.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
38.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
38.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
38.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
38.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
36.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
35.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
35.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
35.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
35.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
35.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
35.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
34.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
33.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
ZC3HAV1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZC3HAV1 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
36.2
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
65.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
61.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
57.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
54.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
50.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
49.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
46.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
46.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
46.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
46.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
45.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
45.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
45.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
44.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
44.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
44.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
44.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
43.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
42.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
40.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
37.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
37.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
36.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
35.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
35.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
29.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
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Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
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Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
