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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.
ZBTB45 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZBTB45 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
51.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.7
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.
ZBTB45 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
9.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 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.
ZBTB45 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.5
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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
