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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C2orf68 is potential prognostic, high expression is unfavorable 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
7.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 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.
C2orf68 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
C2orf68 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
7.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C2orf68 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
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
