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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.
SMG6 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMG6 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SMG6 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
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
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.
SMG6 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
18.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
58.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.2
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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
