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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.
FAM83F 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
FAM83F 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
6.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
5.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
4.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
2.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.0
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.
FAM83F 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
18.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 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.
FAM83F 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
12.2
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-1.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.7
b2400046-1d25-429d-a821-6040a6
Tumor
-2.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-2.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
