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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.
LZTS3 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
68.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
LZTS3 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
60.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
56.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
49.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
49.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
48.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
44.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
43.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
41.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
34.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
5.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
4.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
4.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
4.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
4.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
4.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
3.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
3.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
3.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
3.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
3.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
3.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
3.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
3.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
3.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
3.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
3.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
3.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
3.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
3.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
3.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
3.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
3.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
3.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
2.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
2.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
2.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
2.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
2.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
2.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
2.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
2.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
2.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
2.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
2.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
2.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
2.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
2.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
2.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
1.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
1.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
1.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
1.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
1.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LZTS3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LZTS3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
52.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
51.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
45.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
44.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
5.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
2.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
