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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.
LARP1B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
LARP1B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.7
Number of samples
486
Samples
Sample
Description
TPM
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
53.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
49.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
46.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
41.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
40.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
LARP1B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.0
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.
LARP1B 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
52.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
