We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
LNX1 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.3
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.
LNX1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.4
Number of samples
486
Samples
Sample
Description
TPM
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
4.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
4.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
3.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
2.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
2.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
2.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
2.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
1.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LNX1 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
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.
LNX1 is potential prognostic, high expression is unfavorable 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
5.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
4.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
3.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.8
Show allShow less
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
