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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.
SMC2 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
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
SMC2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.9
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
SMC2 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
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMC2 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
35.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
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Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
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Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-1.8
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.