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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.
SMC6 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
SMC6 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
75.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
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.
SMC6 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SMC6 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.4
Number of samples
207
Samples
Sample
Description
TPM
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
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Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
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.