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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.
IFT46 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
IFT46 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
12.2
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
92.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
IFT46 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT46 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
11.8
Number of samples
207
Samples
Sample
Description
TPM
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
4.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.6
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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
