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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.
LNX2 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
12.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
80.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
41.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
37.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
LNX2 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
21.1
Number of samples
486
Samples
Sample
Description
TPM
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
141.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
114.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
93.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
61.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
57.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
55.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
51.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
50.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
44.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
41.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
41.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
39.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
LNX2 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
15.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
58.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
42.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
38.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
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.
LNX2 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
24.3
Number of samples
207
Samples
Sample
Description
TPM
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
114.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
111.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
104.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
86.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
69.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
64.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
59.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
51.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
50.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
44.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
40.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
40.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
40.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
36.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
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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
