We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C19orf12 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
43.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
C19orf12 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
9.8
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
C19orf12 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
13.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
312.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C19orf12 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
9.5
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
55.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.2
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
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
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_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
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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
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
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
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_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
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
