We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LLPH 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
29.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
62.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
62.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
62.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
59.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
57.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
55.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
51.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
47.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
47.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
47.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
46.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
45.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
43.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
42.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
41.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
40.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
39.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
39.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
39.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
38.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
37.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
36.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
36.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
36.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
34.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
34.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
34.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
32.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
32.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
28.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
LLPH 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
19.8
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
67.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
37.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.6
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.
LLPH 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
29.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
47.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
46.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
44.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
43.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
43.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
42.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
41.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
39.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
35.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
34.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
32.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
LLPH 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
42.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
1.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
1.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.9
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.4
b2400046-1d25-429d-a821-6040a6
Tumor
-1.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
