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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.
FAM219A 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
FAM219A 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM219A 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM219A is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
