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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.
BLZF1 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
BLZF1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.5
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
80.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
61.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
39.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
BLZF1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BLZF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.4
Number of samples
207
Samples
Sample
Description
TPM
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
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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
