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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LHFPL2 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
LHFPL2 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
25.4
Number of samples
486
Samples
Sample
Description
TPM
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
56.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
54.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
53.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
49.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
45.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
45.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
44.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
44.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
44.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
41.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
41.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
38.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
35.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LHFPL2 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LHFPL2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
66.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
57.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
55.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
50.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
36.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
