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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.
SMG9 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
11.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
SMG9 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
17.9
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMG9 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
SMG9 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.4
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
