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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.
LUZP1 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
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.
LUZP1 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
23.0
Number of samples
486
Samples
Sample
Description
TPM
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
48.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LUZP1 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
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.
LUZP1 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
19.9
Number of samples
207
Samples
Sample
Description
TPM
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
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Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
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Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
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
