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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RLIM 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
51.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
RLIM 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
29.9
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
66.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
57.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
57.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
56.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
55.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
55.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
55.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
54.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
53.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
53.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
51.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
50.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
50.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
50.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
49.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
49.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
48.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
47.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
47.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
46.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
45.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
44.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
43.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
43.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
43.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
41.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
41.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
41.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
40.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
40.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
38.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
35.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
30.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
RLIM 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.6
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
12.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
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.
RLIM is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.1
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
72.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
61.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
60.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
54.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
48.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
47.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
47.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
44.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
43.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
43.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
43.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
36.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
33.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
31.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.