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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.
LARP7 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
27.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
52.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
49.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
47.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
47.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
46.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
45.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
44.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
42.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
37.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
35.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
35.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
34.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
29.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
LARP7 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
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
49.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
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.
LARP7 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
27.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
58.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
43.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
39.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
37.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
33.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LARP7 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
42.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
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
