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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.
ZNF766 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
7.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ZNF766 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
18.5
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
61.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF766 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNF766 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
52.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
